{"id":"W3091744670","doi":"10.1556/2006.2020.00064","title":"Predictive utility of the brief Screener for Substance and Behavioral Addictions for identifying self-attributed problems","year":2020,"lang":"en","type":"article","venue":"Journal of Behavioral Addictions","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care; University of Toronto; University of Alberta; University of Calgary","funders":"Palix Foundation","keywords":"Psychology; Addiction; Gambling disorder; Behavioral addiction; Substance use; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002913371,0.0002405037,0.0004641852,0.0001355382,0.0004815139,0.00004918942,0.0002769412,0.0001886635,0.0001565967],"category_scores_gemma":[0.00002662764,0.0001893506,0.0005084138,0.000443268,0.0001773039,0.0003117149,0.00004354983,0.0003875688,0.000001321571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008052012,"about_ca_system_score_gemma":0.0001060712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001510337,"about_ca_topic_score_gemma":0.0001477503,"domain_scores_codex":[0.9980064,0.0001068888,0.0008802069,0.000333721,0.000327099,0.0003456609],"domain_scores_gemma":[0.997833,0.0001102091,0.0007564035,0.0002843654,0.0007725847,0.0002435047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001925363,0.01033604,0.9195952,0.0001304965,0.001288834,0.00002874936,0.01818375,0.0001040459,0.009974166,0.0006577381,0.02639152,0.01138405],"study_design_scores_gemma":[0.00782993,0.003770567,0.9663422,0.0001707131,0.00583251,0.0001743383,0.002868029,0.0002697415,0.002131103,0.0002344134,0.01004879,0.0003276303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781514,0.0003456116,0.01385734,0.0004719381,0.001217374,0.001507866,0.004319616,0.0000746464,0.00005418672],"genre_scores_gemma":[0.9964678,0.00001845044,0.002806321,0.00004042918,0.000162919,0.0002623575,0.00006618178,0.00003992851,0.0001356596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04674698,"threshold_uncertainty_score":0.7721492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2267930561418121,"score_gpt":0.4127627896175189,"score_spread":0.1859697334757068,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}